Triple

T16510093
Position Surface form Disambiguated ID Type / Status
Subject Multan Division E401036 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object National Highway N-5 E188187 NE FINISHED

How this triple was built (2 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: National Highway N-5 | Statement: [Multan Division, hasTransportInfrastructure, National Highway N-5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Highway N-5
Context triple: [Multan Division, hasTransportInfrastructure, National Highway N-5]
  • A. National Highway N-5 chosen
    National Highway N-5 is Pakistan’s longest and most important north–south arterial road, linking major cities across the country and serving as a key route for trade and transportation.
  • B. National Highway N-55
    National Highway N-55, also known as the Indus Highway, is a major north–south route in Pakistan that runs roughly parallel to the Indus River and connects numerous cities across the country.
  • C. National Highway N-45
    National Highway N-45 is a major road in Pakistan that connects key towns in Khyber Pakhtunkhwa and Chitral, providing vital access through the mountainous northwestern region.
  • D. National Highway N-70
    National Highway N-70 is a major roadway in Pakistan that links the city of Dera Ghazi Khan with other key regions in the country’s transport network.
  • E. N-5 National Highway
    N-5 National Highway is Pakistan’s longest and most important north–south roadway, connecting Karachi with major cities across the country.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d88381f6148190819958a038be990e completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e54f7508190804bbae4c9bc8fe3 completed April 18, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a007d9e91f48190b83cefdd2b518082 completed May 10, 2026, 12:44 p.m.
Created at: April 10, 2026, 5:14 a.m.